Abnormal behavior recognition for intelligent video surveillance systems: A review
AB Mabrouk, E Zagrouba - Expert Systems with Applications, 2018 - Elsevier
With the increasing number of surveillance cameras in both indoor and outdoor locations,
there is a grown demand for an intelligent system that detects abnormal events. Although …
there is a grown demand for an intelligent system that detects abnormal events. Although …
A comprehensive review on vision-based violence detection in surveillance videos
Recent advancements in intelligent surveillance systems for video analysis have been a
topic of great interest in the research community due to the vast number of applications to …
topic of great interest in the research community due to the vast number of applications to …
Real-world anomaly detection in surveillance videos
Surveillance videos are able to capture a variety of realistic anomalies. In this paper, we
propose to learn anomalies by exploiting both normal and anomalous videos. To avoid …
propose to learn anomalies by exploiting both normal and anomalous videos. To avoid …
RWF-2000: an open large scale video database for violence detection
In recent years, surveillance cameras are widely deployed in public places, and the general
crime rate has been reduced significantly due to these ubiquitous devices. Usually, these …
crime rate has been reduced significantly due to these ubiquitous devices. Usually, these …
Learning to detect violent videos using convolutional long short-term memory
Develo** a technique for the automatic analysis of surveillance videos in order to identify
the presence of violence is of broad interest. In this work, we propose a deep neural network …
the presence of violence is of broad interest. In this work, we propose a deep neural network …
Violence detection using spatiotemporal features with 3D convolutional neural network
The worldwide utilization of surveillance cameras in smart cities has enabled researchers to
analyze a gigantic volume of data to ensure automatic monitoring. An enhanced security …
analyze a gigantic volume of data to ensure automatic monitoring. An enhanced security …
Efficient violence detection in surveillance
R Vijeikis, V Raudonis, G Dervinis - Sensors, 2022 - mdpi.com
Intelligent video surveillance systems are rapidly being introduced to public places. The
adoption of computer vision and machine learning techniques enables various applications …
adoption of computer vision and machine learning techniques enables various applications …
Violence recognition from videos using deep learning techniques
MM Soliman, MH Kamal, MAEM Nashed… - 2019 ninth …, 2019 - ieeexplore.ieee.org
Automatic recognition of violence between individuals or crowds in videos has a broad
interest. In this work, an end-to-end deep neural network model for the purpose of …
interest. In this work, an end-to-end deep neural network model for the purpose of …
State-of-the-art violence detection techniques in video surveillance security systems: a systematic review
We investigate and analyze methods to violence detection in this study to completely
disassemble the present condition and anticipate the emerging trends of violence discovery …
disassemble the present condition and anticipate the emerging trends of violence discovery …
Real-time gun detection in CCTV: An open problem
Object detectors have improved in recent years, obtaining better results and faster inference
time. However, small object detection is still a problem that has not yet a definitive solution …
time. However, small object detection is still a problem that has not yet a definitive solution …